| Sequicity: Simplifying task-oriented dialogue systems with single sequence-to-sequence architectures W Lei, X Jin, MY Kan, Z Ren, X He, D Yin ACL 2018, 1437-1447, 2018 | 399 | 2018 |
| Contextualizing hate speech classifiers with post-hoc explanation B Kennedy, X Jin, AM Davani, M Dehghani, X Ren ACL 2020, 2020 | 163 | 2020 |
| Dataless knowledge fusion by merging weights of language models X Jin, X Ren, D Preotiuc-Pietro, P Cheng ICLR 2023, 2022 | 157 | 2022 |
| Gradient-based editing of memory examples for online task-free continual learning X Jin, A Sadhu, J Du, X Ren NeurIPS 2021, 2021 | 144* | 2021 |
| Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models X Jin, Z Wei, J Du, X Xue, X Ren ICLR 2020, 2019 | 123 | 2019 |
| Lifelong pretraining: Continually adapting language models to emerging corpora X Jin, D Zhang, H Zhu, W Xiao, SW Li, X Wei, A Arnold, X Ren NAACL 2022, 2021 | 121 | 2021 |
| On transferability of bias mitigation effects in language model fine-tuning X Jin, F Barbieri, B Kennedy, AM Davani, L Neves, X Ren NAACL 2021, 2020 | 78 | 2020 |
| Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation X Jin, W Lei, Z Ren, H Chen, S Liang, Y Zhao, D Yin CIKM 2018, 1403-1412, 2018 | 61* | 2018 |
| Learn continually, generalize rapidly: Lifelong knowledge accumulation for few-shot learning X Jin, BY Lin, M Rostami, X Ren EMNLP 2021 Findings, 2021 | 45 | 2021 |
| Refining language models with compositional explanations H Yao, Y Chen, Q Ye, X Jin, X Ren NeurIPS 2021, 8954-8967, 2021 | 44* | 2021 |
| Overcoming catastrophic forgetting in massively multilingual continual learning GI Winata, L Xie, K Radhakrishnan, S Wu, X Jin, P Cheng, M Kulkarni, ... ACL 2023 Findings, 2023 | 20 | 2023 |
| Visually grounded continual learning of compositional phrases X Jin, J Du, A Sadhu, R Nevatia, X Ren EMNLP 2020, 2020 | 20* | 2020 |
| What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement X Jin, X Ren ICML 2024 Spotlight, 2024 | 3 | 2024 |
| Demystifying Language Model Forgetting with Low-Rank Example Associations X Jin, X Ren arXiv preprint arXiv:2406.14026, 2024 | 1* | 2024 |
Sean (Xiang) RenViterbi Early Career Chair & Associate Professor, University of Southern CaliforniaVerifierad e-postadress på usc.edu